Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max brier_class
rf 0.9468085 0.9480911 0.9896313 0.9400922 NA
bt 0.7765957 0.9324007 0.8440340 0.5433308 NA
maxnet 0.6303191 0.9118039 0.7532082 0.4415643 NA
gam 0.7433511 0.9904366 0.7990511 0.4572453 0.1675203
glm 0.6502660 0.8608753 0.7233343 0.4155786 0.1909835

Variable Importance